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Digital twin-long short-term memory (LSTM) neural network based real-time temperature prediction and degradation model analysis for lithium-ion battery

Yahui Yi, Chengyu Xia, Chao Feng, Wenjing Zhang, Chenlong Fu, Liqin Qian, Siqi Chen

2023Journal of Energy Storage76 citationsDOI

Topics & Concepts

Artificial neural networkBattery (electricity)Degradation (telecommunications)Computer scienceVoltageLithium (medication)Mean squared errorLithium-ion batteryControl theory (sociology)EngineeringArtificial intelligenceElectrical engineeringStatisticsMathematicsThermodynamicsPower (physics)Control (management)MedicineTelecommunicationsEndocrinologyPhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure
Digital twin-long short-term memory (LSTM) neural network based real-time temperature prediction and degradation model analysis for lithium-ion battery | Litcius